Performance assessment of artificial neural network using chi-square and backward elimination feature selection methods for landslide susceptibility analysis

Binh Thai Pham; Dong Van Dao; Tri Dev Acharya; Tran Van Phong; Romulus Costache; Hiep Van Le; Hanh Bich Thi Nguyen; Indra Prakash

doi:10.1007/s12665-021-09998-5

Performance assessment of artificial neural network using chi-square and backward elimination feature selection methods for landslide susceptibility analysis

Environmental Earth Sciences ◽

10.1007/s12665-021-09998-5 ◽

2021 ◽

Vol 80 (20) ◽

Author(s):

Binh Thai Pham ◽

Dong Van Dao ◽

Tri Dev Acharya ◽

Tran Van Phong ◽

Romulus Costache ◽

...

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Feature Selection ◽

Performance Assessment ◽

Landslide Susceptibility ◽

Selection Methods ◽

Chi Square ◽

Susceptibility Analysis ◽

Backward Elimination ◽

Artificial Neural

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Dermatology diagnosis with feature selection methods and artificial neural network

2012 IEEE-EMBS Conference on Biomedical Engineering and Sciences ◽

10.1109/iecbes.2012.6498195 ◽

2012 ◽

Cited By ~ 4

Author(s):

Shuzlina Abdul-Rahman ◽

Ahmad Khairil Norhan ◽

Marina Yusoff ◽

Azlinah Mohamed ◽

Sofianita Mutalib

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Feature Selection ◽

Selection Methods ◽

Artificial Neural

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Landslide susceptibility analysis based on ArcGIS and Artificial Neural Network for a large catchment in Three Gorges region, China

Environmental Earth Sciences ◽

10.1007/s12665-014-3100-5 ◽

2014 ◽

Vol 72 (6) ◽

pp. 1925-1938 ◽

Cited By ~ 18

Author(s):

Renneng Bi ◽

Markus Schleier ◽

Joachim Rohn ◽

Dominik Ehret ◽

Wei Xiang

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Landslide Susceptibility ◽

Three Gorges ◽

Susceptibility Analysis ◽

Three Gorges Region ◽

Artificial Neural ◽

Large Catchment

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Development of two artificial neural network methods for landslide susceptibility analysis

IGARSS 2001. Scanning the Present and Resolving the Future. Proceedings. IEEE 2001 International Geoscience and Remote Sensing Symposium (Cat. No.01CH37217) ◽

10.1109/igarss.2001.978003 ◽

2002 ◽

Cited By ~ 3

Author(s):

S. Lee ◽

J. Ryu ◽

K. Min ◽

J. Won

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Landslide Susceptibility ◽

Susceptibility Analysis ◽

Network Methods ◽

Artificial Neural

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Landslide susceptibility analysis and its verification using likelihood ratio, logistic regression and artificial neural network methods: case study of Yongin, Korea

Landslides: Evaluation and Stabilization/Glissement de Terrain: Evaluation et Stabilisation, Set of 2 Volumes ◽

10.1201/b16816-11 ◽

2004 ◽

pp. 91-95 ◽

Cited By ~ 1

Author(s):

Saro Lee ◽

Joo-Hyung Ryu

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Logistic Regression ◽

Likelihood Ratio ◽

Landslide Susceptibility ◽

Susceptibility Analysis ◽

Network Methods ◽

Artificial Neural

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Landslide susceptibility analysis using GIS and artificial neural network

Earth Surface Processes and Landforms ◽

10.1002/esp.593 ◽

2003 ◽

Vol 28 (12) ◽

pp. 1361-1376 ◽

Cited By ~ 155

Author(s):

Saro Lee ◽

Joo-Hyung Ryu ◽

Kyungduck Min ◽

Joong-Sun Won

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Landslide Susceptibility ◽

Susceptibility Analysis ◽

Artificial Neural

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Evaluation of feature selection methods based on artificial neural network weights

Expert Systems with Applications ◽

10.1016/j.eswa.2020.114312 ◽

2021 ◽

Vol 168 ◽

pp. 114312

Author(s):

Nattane Luíza da Costa ◽

Márcio Dias de Lima ◽

Rommel Barbosa

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Feature Selection ◽

Selection Methods ◽

Artificial Neural

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Evaluating the Effectiveness of Wrapper Feature Selection Methods with Artificial Neural Network Classifier for Diabetes Prediction

Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering - Testbeds and Research Infrastructures for the Development of Networks and Communications ◽

10.1007/978-3-030-43215-7_1 ◽

2020 ◽

pp. 3-17 ◽

Cited By ~ 1

Author(s):

M. A. Fahmiin ◽

T. H. Lim

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Feature Selection ◽

Neural Network Classifier ◽

Selection Methods ◽

Artificial Neural Network Classifier ◽

Diabetes Prediction ◽

Artificial Neural ◽

Wrapper Feature Selection

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Landslide susceptibility analysis using an artificial neural network model

10.1117/12.738462 ◽

2007 ◽

Cited By ~ 4

Author(s):

Shattri Mansor ◽

Biswajeet Pradhan ◽

Mohamed Daud ◽

Normalina Jamaludin ◽

Zailani Khuzaimah

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Network Model ◽

Neural Network Model ◽

Landslide Susceptibility ◽

Artificial Neural Network Model ◽

Susceptibility Analysis ◽

Artificial Neural

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Landslide Susceptibility Analysis in Jeju Using Artificial Neural Network(ANN) and GIS

Journal of Environmental Science International ◽

10.5322/jes.2008.17.6.679 ◽

2008 ◽

Vol 17 (6) ◽

pp. 679-687

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Landslide Susceptibility ◽

Susceptibility Analysis ◽

Artificial Neural ◽

Artificial Neural Network Ann

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Optimal Design and Feature Selection by Genetic Algorithm for Emotional Artificial Neural Network (EANN) in Rainfall-Runoff Modeling

Water Resources Management ◽

10.1007/s11269-021-02818-2 ◽

2021 ◽

Author(s):

Amir Molajou ◽

Vahid Nourani ◽

Abbas Afshar ◽

Mina Khosravi ◽

Adam Brysiewicz

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Artificial Neural Network ◽

Feature Selection ◽

Optimal Design ◽

Rainfall Runoff ◽

Runoff Modeling ◽

Artificial Neural

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